Small Model Hub

3,618 efficient AI models across 9 domains · Charts · API

Domain

All (3,618)Vision (1,615)3D (743)Embedding (472)Multimodal (305)Edge/Mobile (172)Code (125)Speech (89)Video (49)NLP (48)

Max Size≤10M ≤50M ≤100M ≤500M All

Max VRAM≤512MB ≤1GB ≤2GB ≤4GB ≤8GB All

Score

Raw Context (0-100)

Raw benchmark score — scale varies by task

Showing 34 models

#	Model	Domain	Task	Params ↑	GFLOPs	VRAM	Score	Speed	Arch	Source
1	SINet	Edge/Mobile	Segmentation	0.09M	—	0 MB	——	—	—	Qualcomm AI Hub
2	MediaPipe-Selfie-Segmentation	Edge/Mobile	Segmentation	0.11M	—	0 MB	——	—	—	Qualcomm AI Hub
3	YOLO26-Segmentation	Edge/Mobile	Segmentation	2.70M	—	6 MB	——	—	—	Qualcomm AI Hub
4	YOLOv11-Segmentation	Edge/Mobile	Segmentation	2.89M	—	7 MB	——	—	—	Qualcomm AI Hub
5	YOLOv8-Segmentation	Edge/Mobile	Segmentation	3.43M	—	8 MB	——	—	—	Qualcomm AI Hub
6	Segformer-Base	Edge/Mobile	Segmentation	3.75M	—	5 MB	——	—	—	Qualcomm AI Hub
7	DeepLabV3-Plus-MobileNet	Edge/Mobile	Segmentation	5.80M	—	14 MB	——	—	—	Qualcomm AI Hub
8	DDRNet23-Slim	Edge/Mobile	Segmentation	6.13M	—	7 MB	——	—	—	Qualcomm AI Hub
9	SalsaNext	Edge/Mobile	Segmentation	6.71M	—	16 MB	——	—	—	Qualcomm AI Hub
10	PidNet	Edge/Mobile	Segmentation	8.06M	—	10 MB	——	—	—	Qualcomm AI Hub
11	FastSam-S	Edge/Mobile	Segmentation	11.8M	—	28 MB	——	—	—	Qualcomm AI Hub
12	FFNet-40S	Edge/Mobile	Segmentation	13.9M	—	17 MB	——	—	—	Qualcomm AI Hub
13	FFNet-54S	Edge/Mobile	Segmentation	18.0M	—	22 MB	——	—	—	Qualcomm AI Hub
14	FFNet-78S-LowRes	Edge/Mobile	Segmentation	26.8M	—	32 MB	——	—	—	Qualcomm AI Hub
15	FFNet-78S	Edge/Mobile	Segmentation	27.5M	—	33 MB	——	—	—	Qualcomm AI Hub
16	Unet-Segmentation	Edge/Mobile	Segmentation	31.0M	—	37 MB	——	—	—	Qualcomm AI Hub
17	FFNet-122NS-LowRes	Edge/Mobile	Segmentation	32.1M	—	39 MB	——	—	—	Qualcomm AI Hub
18	FCN-ResNet50	Edge/Mobile	Segmentation	33.0M	—	40 MB	——	—	—	Qualcomm AI Hub
19	DeepLabV3-ResNet50	Edge/Mobile	Segmentation	39.6M	—	95 MB	——	—	—	Qualcomm AI Hub
20	DeepLabXception	Edge/Mobile	Segmentation	41.3M	—	99 MB	——	—	—	Qualcomm AI Hub
21	U2Net-Segmentation	Edge/Mobile	Segmentation	44.0M	—	106 MB	——	—	—	Qualcomm AI Hub
22	MaskRCNN	Edge/Mobile	Segmentation	46.4M	—	111 MB	——	—	—	Qualcomm AI Hub
23	YOLOE-Segmentation	Edge/Mobile	Segmentation	53.5M	—	128 MB	——	—	—	Qualcomm AI Hub
24	PSPNet	Edge/Mobile	Segmentation	65.7M	—	158 MB	——	—	—	Qualcomm AI Hub
25	HRNet-W48-OCR	Edge/Mobile	Segmentation	70.3M	—	169 MB	——	—	—	Qualcomm AI Hub
26	FastSam-X	Edge/Mobile	Segmentation	72.2M	—	173 MB	——	—	—	Qualcomm AI Hub
27	EdgeTAM	Edge/Mobile	Segmentation	—	—	—	——	—	—	Qualcomm AI Hub
28	EfficientViT-l2-seg	Edge/Mobile	Segmentation	—	—	—	——	—	—	Qualcomm AI Hub
29	Mask2Former	Edge/Mobile	Segmentation	—	—	—	——	—	—	Qualcomm AI Hub
30	MobileSam	Edge/Mobile	Segmentation	—	—	—	——	—	—	Qualcomm AI Hub
31	PointNet	Edge/Mobile	Segmentation	—	—	—	——	—	—	Qualcomm AI Hub
32	Segment-Anything-Model	Edge/Mobile	Segmentation	—	—	—	——	—	—	Qualcomm AI Hub
33	Segment-Anything-Model-2	Edge/Mobile	Segmentation	—	—	—	——	—	—	Qualcomm AI Hub
34	Segment-Anything-Model-3	Edge/Mobile	Segmentation	—	—	—	——	—	—	Qualcomm AI Hub